Building a Sentiment Analysis System for Social Media Using VADER

Building a Sentiment Analysis System for Social Media Using VADER

Introduction to Sentiment Analysis In the vast and often chaotic world of social media, understanding the sentiment behind user-generated content is crucial for businesses, marketers, and even educators. Sentiment analysis, or opinion mining, is the process of determining the emotional tone or attitude conveyed by a piece of text. One of the most effective and widely used tools for this task is the VADER (Valence Aware Dictionary and sEntiment Reasoner) algorithm....

October 29, 2024 · 4 min · 746 words · Maxim Zhirnov
Creating a Tool for Auto-Scaling Go Applications in the Cloud

Creating a Tool for Auto-Scaling Go Applications in the Cloud

Introduction to Auto-Scaling In the ever-evolving world of cloud computing, the ability to scale applications dynamically is not just a luxury, but a necessity. Imagine your Go application as a dynamic, living creature that needs to adapt to changing demands without breaking a sweat. This is where auto-scaling comes into play, allowing your application to automatically adjust its resources to meet the fluctuating needs of your users. What is Auto-Scaling? Auto-scaling is a technique that enables your application to scale its resources automatically in response to changes in workload....

October 29, 2024 · 5 min · 859 words · Maxim Zhirnov
Building a BPM Platform with Camunda: A Step-by-Step Guide to Automation Bliss

Building a BPM Platform with Camunda: A Step-by-Step Guide to Automation Bliss

Introduction to Camunda and BPMN In the world of software development, automating business processes is akin to finding the holy grail – it streamlines operations, boosts efficiency, and makes everyone’s life easier. One of the most powerful tools in this quest is Camunda, paired with the BPMN (Business Process Model and Notation) standard. In this article, we’ll dive into the nitty-gritty of building a BPM platform using Camunda’s BPMN engine, complete with practical examples, step-by-step instructions, and a dash of humor to keep things engaging....

October 29, 2024 · 5 min · 913 words · Maxim Zhirnov
Why Most Developers Shouldn't Write Their Own Logging Systems

Why Most Developers Shouldn't Write Their Own Logging Systems

The Allure and the Pitfall of Custom Logging In the world of software development, logging is akin to the unsung hero – it’s there, it’s necessary, but often underappreciated until something goes terribly wrong. While the temptation to roll out your own logging system might seem appealing, especially for those who enjoy the thrill of reinventing the wheel, it’s a path fraught with pitfalls. Here’s why most developers should steer clear of writing their own logging systems....

October 29, 2024 · 4 min · 837 words · Maxim Zhirnov
Writing Effective Technical Documentation for Developers: A Comprehensive Guide

Writing Effective Technical Documentation for Developers: A Comprehensive Guide

The Importance of Technical Documentation In the world of software development, technical documentation is the unsung hero that keeps everything running smoothly. It’s the manual that tells you how to assemble the IKEA bookshelf of code, the map that guides you through the labyrinth of features, and the troubleshooting guide that saves you from pulling your hair out when things go wrong. Without good technical documentation, developers and users are left in the dark, fumbling around like a novice trying to fix a leaky faucet without a wrench....

October 28, 2024 · 7 min · 1280 words · Maxim Zhirnov